Document Details
Documentation Government Cognitiveservices
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell usage. All provisioning and management examples are provided exclusively with Azure PowerShell commands, with no mention of Azure CLI, Bash, or Linux-native workflows. The quickstart links and tabs also prioritize Windows and Visual Studio, with no clear Linux or cross-platform alternatives. There is no guidance for users on Linux or macOS, nor are equivalent commands or tools mentioned.
Recommendations
- Add Azure CLI examples alongside PowerShell for all resource provisioning and management steps.
- Explicitly mention that Azure CLI and Bash can be used on Linux/macOS, and provide equivalent commands.
- In quickstart links, ensure Linux and cross-platform tabs are present and not just Windows/Visual Studio.
- Include screenshots or terminal output from Linux environments where appropriate.
- Review all instructions and ensure parity for Linux and macOS users, not just Windows/PowerShell.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|
| 2025-07-12 00:58 | #8 | cancelled |
 Clean
|
| 2025-07-10 05:06 | #7 | processing |
Clean
|
Flagged Code Snippets
Get-AzResourceProvider
Register-AzResourceProvider -ProviderNamespace Microsoft.CognitiveServices
New-AzCognitiveServicesAccount -ResourceGroupName 'resourcegrouptest' -name 'myFaceAPI' -Type Face -SkuName S0 -Location 'usgovvirginia'
New-AzCognitiveServicesAccount -ResourceGroupName '<rg-name>' -name '<name-of-your-api>' -Type <type of API> -SkuName S0 -Location '<location-of-resourcegroup>'
Get-AzCognitiveServicesAccountKey -Name <youraccountname> -ResourceGroupName 'rg-name'
Get-AzCognitiveServicesAccountKey -Name myFaceAPI -ResourceGroupName 'resourcegrouptest'